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Preliminary evaluation of a novel language independent speech-in-noise test for adult hearing screening

Capitolo di libro
Data di Pubblicazione:
2021
Abstract:
This article presents a preliminary evaluation of a novel language independent Speech-in-Noise test for adult screening in terms of Speech Reception Threshold (SRT) estimates and prediction of hearing sensitivity. The test is based on multiple-choice recognition of meaningless Vowel-Consonant-Vowel words and was administered to 26 normal hearing young adults and 58 unscreened adults who also underwent pure-tone audiometry. Re-ceiver operating characteristics were built using the World Health Organization criteria for "slight/mild" and "moderate" hearing loss as gold standards and SRTs as test outcome. Both curves showed very good test performance in predicting success/failure in pure-tone audiometry (area under the curve: 0.79 for "slight/mild" and 0.83 for "moderate" hearing loss). A complete generalized line-ar model including SRT, age, and their interaction showed that the SRT and the interaction between SRT and age were significant predictors of pure-tone audi-ometry outcomes, whereas age alone was not a significant predictor of the degree of hearing loss. Moreover, preliminary results from test-retest data showed that the test was reliable in repeated measures (Spearman's rank-order correlation co-efficient = 0.72; Cohen's kappa = 0.83 for "slight/mild" and 0.64 for "moderate" hearing loss). Further research is needed to fully assess test performance in a larger sample of participants, also including subjects with higher degrees of hear-ing loss (e.g. "severe" and "profound").
Tipologia CRIS:
02.01 Contributo in volume (Capitolo o Saggio)
Keywords:
hearing; screening; speech recognition; classification; GLM; mobile apps; hearing screening; hearing loss; elderly
Elenco autori:
Zanet, Marco; Paglialonga, Alessia
Autori di Ateneo:
PAGLIALONGA ALESSIA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/379964
Titolo del libro:
EMBEC 2020: 8th European Medical and Biological Engineering Conference
Pubblicato in:
IFMBE PROCEEDINGS (CD)
Journal
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URL

https://doi.org/10.1007/978-3-030-64610-3_109
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